Website publication work flow

1. Edit Rmd

2. Knit to HTML to view progress. You may need to click “Open in Browser” for some content to show (sometimes content won’t show until you actually push your changes to GitHub and view the published website).

3. Commit and push changes when you are ready. The website may take a couple minutes to update automatically after the push, but you may need to clear your browser’s cache or view the page in a private/incognito window to see the changes more quickly.

You can include text, code, and output as usual. Remember to take full advantage of Markdown and follow our Style Guide.

Examples and additional guidance are provided below.

Take note of the the default code chunk options in the setup code chunk. For example, unlike the rest of the Rmd files we worked in this semester, the default code chunk option is echo = FALSE, so you will need to set echo = TRUE for any code chunks you would like to display in the blog. You should be thoughtful and intentional about the code you choose to display.

Links

You can include links using Markdown syntax as shown.

You should include links to relevant sites as you write. You should additionally include a list of references as the end of your blog with full citations (and relevant links).

Visualizations

Visualizations, particularly interactive ones, will be well-received. That said, do not overuse visualizations. You may be better off with one complicated but well-crafted visualization as opposed to many quick-and-dirty plots. Any plots should be well-thought-out, properly labeled, informative, and visually appealing.

If you want to include dynamic visualizations or tables, you should explore your options from packages that are built from htmlwidgets. These htmlwidgets-based packages offer ways to build lighterweight, dynamic visualizations or tables that don’t require an R server to run! A more complete list of packages is available on the linked website, but a short list includes:

• plotly: Interactive graphics with D3
• leaflet: Interactive maps with OpenStreetMap
• dygraphs: Interactive time series visualization
• visNetwork: Network graph visualization vis.js
• sparkline: Small inline charts
• threejs: Interactive 3D graphics

You may embed a published Shiny app in your blog if useful, but be aware that there is a limited window size for embedded objects, which tends to makes the user experience of the app worse relative to a dedicated Shiny app page. Additionally, Shiny apps will go idle after a few minutes and have to be reloaded by the user, which may also affect the user experience.

Any Shiny apps embedded in your blog should be accompanied by the link to the published Shiny app (I did this using a figure caption in the code chunk below, but you don’t have to incorporate the link in this way).

Tables

library(DT)
mtcars %>% 
  select(mpg, cyl, hp) %>% 
  datatable(colnames = c("MPG", "Number of cylinders", "Horsepower"),
            filter = 'top',
            options = list(pageLength = 10, autoWidth = TRUE))

library(kableExtra)
summary(cars) %>%
  kbl(col.names = c("Speed", "Distance"),
      row.names = FALSE) %>%
  kable_styling(bootstrap_options = "striped",
                full_width = FALSE) %>%
  row_spec(0, bold = TRUE) %>%
  column_spec(1:2, width = "1.5in") 

Images

Images and gifs can be displayed using code chunks:

“Safe Space” by artist Kenesha Sneed

This is a figure caption

You may also use Markdown syntax for displaying images as shown below, but code chunks offer easier customization of the image size and alignment.

This is another figure caption

Either way, the file path can be a local path within your project directory or a URL for an image hosted online. This syntax works for PNG, PDF, JPG, and even GIF formats.

Videos

You can use code chunks or Markdown syntax include links to any valid YouTube or Vimeo URLs (see here for details) or point to a location within your project directory.

Code chunk:

Markdown syntax:

You may need to push your updates to GitHub to see if the videos work.

Equations

You might include equations if part of the purpose of your blog is to explain a statistical method. There are two ways to include equations:

• Inline: \(b \sim N(0, \sigma^2_b)\)
• Display-style (displayed on its own line): \[\frac{\sigma^2_b}{\sigma^2_b + \sigma^2_e}\]

For typesetting equations appropriately, check out the AMS-LaTeX quick reference or take a look at the Symbols in math mode section of this cheat sheet (or do some extra Googling—there are many resources).

Column formatting

Arbys

## # A tibble: 4 × 5
##   calories protein  size withinss cluster
##      <dbl>   <dbl> <int>    <dbl> <fct>  
## 1     484.    26.3    13   35928. 1      
## 2     950     46       3   19834  2      
## 3     678.    37.3    24   71350. 3      
## 4     259.    15.6    15   76085. 4

##   calories  protein
## 1 483.8462 26.30769
## 2 950.0000 46.00000
## 3 678.3333 37.29167
## 4 258.6667 15.60000

## $`1`
##  [1] "Arby-Q Sandwich"                     "Beef 'n Cheddar Classic"            
##  [3] "Buttermilk Buffalo Chicken Sandwich" "Buttermilk Crispy Chicken Sandwich" 
##  [5] "Classic French Dip & Swiss/Au Jus"   "Double Roast Beef"                  
##  [7] "Grand Turkey Club"                   "Roast Beef Gyro"                    
##  [9] "Roast Turkey & Swiss Wrap"           "Super Roast Beef"                   
## [11] "Turkey Gyro"                         "Crispy Chicken Farmhouse Salad"     
## [13] "Greek Gyro Salad"                   
## 
## $`2`
## [1] "Pecan Chicken Salad Sandwich" "Triple Decker Sandwich"      
## [3] "Ultimate BLT"                
## 
## $`3`
##  [1] "Beef 'n Cheddar Mid"                    
##  [2] "Bourbon BBQ Brisket Sandwich"           
##  [3] "Bourbon BBQ Chicken Sandwich"           
##  [4] "Bourbon BBQ Steak Sandwich"             
##  [5] "Buttermilk Chicken Bacon & Swiss"       
##  [6] "Buttermilk Chicken Cordon Bleu Sandwich"
##  [7] "Fire-Roasted Philly Steak"              
##  [8] "Greek Gyro"                             
##  [9] "Half Pound Beef 'n Cheddar Sandwich"    
## [10] "Half Pound French Dip & Swiss"          
## [11] "Half Pound Roast Beef Sandwich"         
## [12] "Loaded Italian Sandwich"                
## [13] "Pecan Chicken Salad Flatbread"          
## [14] "5 piece Prime-Cut Chicken Tenders"      
## [15] "Reuben Sandwich"                        
## [16] "Roast Turkey & Swiss Sandwich"          
## [17] "Roast Turkey, Ranch & Bacon Sandwich"   
## [18] "Roast Turkey, Ranch & Bacon Wrap"       
## [19] "Smoke Mountain w/ Beef Short Rib"       
## [20] "Smokehouse Beef Short Rib Sandwich"     
## [21] "Smokehouse Brisket"                     
## [22] "Three Cheese Steak Sandwich"            
## [23] "Turkey Avocado Club"                    
## [24] "Super Greek Salad"                      
## 
## $`4`
##  [1] "Arby's Melt"                         
##  [2] "Classic Roast Beef"                  
##  [3] "Ham & Swiss Melt"                    
##  [4] "2 piece Prime-Cut Chicken Tenders"   
##  [5] "3 piece Prime-Cut Chicken Tenders"   
##  [6] "Buffalo Chicken Slider"              
##  [7] "Chicken Tender 'n Cheese Slider"     
##  [8] "Corned Beef 'n Cheese Slider"        
##  [9] "Ham 'n Cheese Slider"                
## [10] "Jalapeno Roast Beef 'n Cheese Slider"
## [11] "Pizza Slider"                        
## [12] "Roast Beef 'n Cheese Slider"         
## [13] "Turkey 'n Cheese Slider"             
## [14] "Chopped Side Salad"                  
## [15] "Roast Turkey Farmhouse Salad"

Burger King

## Warning: Removed 1 rows containing missing values (`geom_point()`).

## Warning: Removed 1 rows containing missing values (`geom_text_repel()`).

## Warning: Removed 1 rows containing missing values (`geom_label()`).

## # A tibble: 3 × 5
##   calories protein  size withinss cluster
##      <dbl>   <dbl> <int>    <dbl> <fct>  
## 1     655.    30.4    27  247228. 1      
## 2     346.    16.3    29  198721. 2      
## 3    1052.    59.9    13  384342. 3

##    calories  protein
## 1  654.8148 30.37037
## 2  345.5172 16.27586
## 3 1052.3077 59.92308

## $`1`
##  [1] "Bacon King Jr"                                                  
##  [2] "Double Bacon Cheeseburger"                                      
##  [3] "Extra Long Cheeseburger"                                        
##  [4] "Homestyle Cheeseburger"                                         
##  [5] "Sourdough King Single"                                          
##  [6] "Bacon & Cheese Whopper"                                         
##  [7] "WHOPPER w/o Cheese"                                             
##  [8] "WHOPPER w/ Cheese"                                              
##  [9] "Bacon Cheddar Ranch Chicken Salad w/ grilled Chicken & Dressing"
## [10] "Bacon Cheddar Ranch Chicken Salad w/ crispy Chicken & Dressing" 
## [11] "Chicken BLT Salad w/ Grilled Chicken"                           
## [12] "Chicken BLT Salad w/ Crispy Chicken"                            
## [13] "Chicken Caesar Salad w/ Grilled Chicken"                        
## [14] "Chicken Caesar Salad w/ Crispy Chicken"                         
## [15] "Chicken, Apple & Cranberry Salad w/ Grilled Chicken"            
## [16] "Chicken, Apple & Cranberry Salad w/ Crispy Chicken"             
## [17] "Bacon Cheddar Ranch Crispy Chicken Sandwich"                    
## [18] "Big Fish Sandwich"                                              
## [19] "Chicken Cordon Bleu Sandwich"                                   
## [20] "Chicken Parmesan Sandwich"                                      
## [21] "Crispy Buffalo Chicken Melt"                                    
## [22] "Crispy Chicken Sandwich"                                        
## [23] "Original Chicken Sandwich"                                      
## [24] "Sourdough Chicken Club"                                         
## [25] "Spicy Chicken Nuggets"                                          
## [26] "Spicy Crispy Chicken Sandwich"                                  
## [27] "Spicy Crispy Jalapeno Chicken Sandwich"                         
## 
## $`2`
##  [1] "Bacon Cheeseburger"                                          
##  [2] "Bacon Cheeseburger Deluxe"                                   
##  [3] "Cheeseburger"                                                
##  [4] "Double Cheeseburger"                                         
##  [5] "Double Hamburger"                                            
##  [6] "Hamburger"                                                   
##  [7] "Rodeo Burger"                                                
##  [8] "WHOPPER JR. w/o Cheese"                                      
##  [9] "WHOPPER JR. w/ Cheese"                                       
## [10] "Garden Grilled Chicken Salad w/ Grilled Chicken, no dressing"
## [11] "Garden Grilled Chicken Salad w/ Crispy Chicken, no dressing" 
## [12] "Side Caesar Salad with dressing"                             
## [13] "Side Garden Salad and Avocado Ranch Dressing"                
## [14] "BBQ Bacon Crispy Chicken Sandwich"                           
## [15] "BK VEGGIE Burger"                                            
## [16] "Chicken Burger"                                              
## [17] "Chicken Fries"                                               
## [18] "4 Piece Chicken Nuggets"                                     
## [19] "6 Piece Chicken Nuggets"                                     
## [20] "Chicken Nuggets (10pc)"                                      
## [21] "Crispy Chicken Jr."                                          
## [22] "Grilled Chicken Sandwich"                                    
## [23] "Grilled Chili Cheese Dog"                                    
## [24] "Grilled Hot Dog"                                             
## [25] "Jalapeno Chicken Fries"                                      
## [26] "Pretzel Chicken Fries"                                       
## [27] "Rodeo Crispy Chicken Sandwich"                               
## [28] "4 Piece Spicy Chicken Nuggets"                               
## [29] "Spicy Crispy Chicken Jr."                                    
## 
## $`3`
##  [1] "American Brewhouse King"      "Bacon & Swiss Sourdough King"
##  [3] "Bacon King"                   "BBQ Bacon King"              
##  [5] "Double Quarter Pound King"    "Jalapeno King Sandwich"      
##  [7] "Mushroom & Swiss King"        "Rodeo King"                  
##  [9] "Sourdough King Double"        "Steakhouse King"             
## [11] "DOUBLE WHOPPER w/o Cheese"    "DOUBLE WHOPPER w/ Cheese"    
## [13] "20 Piece Chicken Nuggets"

Chick-Fil-A

## Warning: Removed 1 rows containing missing values (`geom_point()`).

## Warning: Removed 1 rows containing missing values (`geom_text_repel()`).

## Warning: Removed 1 rows containing missing values (`geom_label()`).

## # A tibble: 3 × 5
##   calories protein  size withinss cluster
##      <dbl>   <dbl> <int>    <dbl> <fct>  
## 1     850     63.3     3   33801. 1      
## 2     436.    32.8    14   56567. 2      
## 3     173     20.7    10   42806. 3

##   calories  protein
## 1 850.0000 63.33333
## 2 435.7143 32.78571
## 3 173.0000 20.70000

## $`1`
## [1] "30 piece Chicken Nuggets"    "Chicken Enchiladas Meal Kit"
## [3] "Chicken Parmesan Meal Kit"  
## 
## $`2`
##  [1] "Chargrilled Chicken Club Sandwich"   
##  [2] "Chargrilled Chicken Sandwich"        
##  [3] "3 Piece Chick-n-Strips"              
##  [4] "4 piece Chick-n-Strips"              
##  [5] "Chicken Deluxe"                      
##  [6] "12 piece Chicken Nuggets"            
##  [7] "Chicken Salad Sandwich"              
##  [8] "Chicken Sandwich"                    
##  [9] "Spicy Grilled Chicken Sub Sandwich"  
## [10] "Regular Grilled Chicken Sub Sandwich"
## [11] "Smokehouse BBQ Bacon Sandwich"       
## [12] "Spicy Chicken Sandwich"              
## [13] "Spicy Deluxe"                        
## [14] "Chargrilled Chicken Cool Wrap"       
## 
## $`3`
##  [1] "Chick-n-Slider"                   "1 Piece Chick-n-Strips"          
##  [3] "2 Piece Chick-n-Strips"           "4 piece Chicken Nuggets"         
##  [5] "6 piece Chicken Nuggets"          "8 piece Chicken Nuggets"         
##  [7] "4 Piece Grilled Chicken Nuggets"  "6 Piece Grilled Chicken Nuggets" 
##  [9] "8 piece Grilled Chicken Nuggets"  "12 Piece Grilled Chicken Nuggets"

Dairy Queen

## # A tibble: 5 × 5
##   calories protein  size withinss cluster
##      <dbl>   <dbl> <int>    <dbl> <fct>  
## 1     374.    19.1    14   22269. 1      
## 2     219.    11.4     7   59821. 2      
## 3     576.    29.7    13   27880. 3      
## 4     812.    34       4   13685  4      
## 5    1085     43.2     4   42209. 5

##    calories  protein
## 1  374.2857 19.14286
## 2  218.5714 11.42857
## 3  576.1538 29.69231
## 4  812.5000 34.00000
## 5 1085.0000 43.25000

## $`1`
##  [1] "Original Cheeseburger"           "Bacon Cheese Dog"               
##  [3] "Cheese Dog"                      "Chili Cheese Dog"               
##  [5] "Chili Dog"                       "Relish Dog"                     
##  [7] "Barbecue Pork Sandwich"          "Crispy Fish Sandwich"           
##  [9] "Deluxe Cheeseburger"             "Deluxe Hamburger"               
## [11] "3 chicken strips Chicken Strips" "Crispy Chicken Wrap"            
## [13] "Grilled Chicken BLT Salad"       "Grilled Chicken Sandwich"       
## 
## $`2`
## [1] "Hot Dog"                             "Breaded Mushrooms"                  
## [3] "Corn Dog"                            "Crispy Chicken Garden Greens Salad" 
## [5] "Grilled Chicken Garden Greens Salad" "Grilled Chicken Wrap"               
## [7] "Side Salad"                         
## 
## $`3`
##  [1] "1/4 lb. Bacon Cheese GrillBurger"   "1/4 lb. GrillBurger with Cheese"   
##  [3] "1/4 lb. Mushroom Swiss GrillBurger" "Original Double Cheeseburger"      
##  [5] "Regular Cheese Curds"               "Deluxe Double Cheeseburger"        
##  [7] "Deluxe Double Hamburger"            "Pork Tenderloin Sandwich"          
##  [9] "Chicken Bacon Ranch Sandwich"       "Chicken Mozzarella Sandwich"       
## [11] "Crispy Chicken BLT Salad"           "Crispy Chicken Sandwich"           
## [13] "Turkey BLT Sandwich"               
## 
## $`4`
## [1] "1/2 lb. GrillBurger with Cheese" "Chili Cheese Mega Dog"          
## [3] "DQ Ultimate® Burger"             "Steak Finger Basket"            
## 
## $`5`
## [1] "1/2 lb. FlameThrower® GrillBurger"            
## [2] "4 Piece Chicken Strip Basket w/ Country Gravy"
## [3] "6 Piece Chicken Strip Basket w/ Country Gravy"
## [4] "Large Cheese Curds"

Mcdonalds

## # A tibble: 4 × 5
##   calories protein  size withinss cluster
##      <dbl>   <dbl> <int>    <dbl> <fct>  
## 1     384.    25.1    29  422469. 1      
## 2    1444     94.8     5  289359. 2      
## 3    2430    186       1       0  3      
## 4     715.    41.3    22  277586. 4

##    calories   protein
## 1  383.7931  25.10345
## 2 1444.0000  94.80000
## 3 2430.0000 186.00000
## 4  714.5455  41.31818

## $`1`
##  [1] "Artisan Grilled Chicken Sandwich"             
##  [2] "Big Mac"                                      
##  [3] "Cheeseburger"                                 
##  [4] "Classic Chicken Sandwich"                     
##  [5] "Double Cheeseburger"                          
##  [6] "Filet-O-Fish®"                                
##  [7] "Grilled Garlic White Cheddar Chicken Sandwich"
##  [8] "Hamburger"                                    
##  [9] "Lobster Roll"                                 
## [10] "McChicken"                                    
## [11] "McDouble"                                     
## [12] "McRib"                                        
## [13] "Grilled Pico Guacamole Chicken Sandwich"      
## [14] "Premium Crispy Chicken Deluxe Sandwich"       
## [15] "Quarter Pounder® with Cheese"                 
## [16] "3 piece Buttermilk Crispy Chicken Tenders"    
## [17] "4 piece Buttermilk Crispy Chicken Tenders"    
## [18] "4 Piece Chicken McNuggets"                    
## [19] "6 Piece Chicken McNuggets"                    
## [20] "10 Piece Chicken McNuggets"                   
## [21] "Premium Asian Salad w/o Chicken"              
## [22] "Premium Asian Salad w/ Grilled Chicken"       
## [23] "Premium Asian Salad w/ Crispy Chicken"        
## [24] "Premium Bacon Ranch Salad w/o Chicken"        
## [25] "Premium Bacon Ranch Salad w/ Grilled Chicken" 
## [26] "Premium Bacon Ranch Salad w/ Crispy Chicken"  
## [27] "Premium Southwest Salad w/o Chicken"          
## [28] "Premium Southwest Salad w/ Grilled Chicken"   
## [29] "Premium Southwest Salad w/ Crispy Chicken"    
## 
## $`2`
## [1] "Double Bacon Smokehouse Burger"                  
## [2] "10 piece Buttermilk Crispy Chicken Tenders"      
## [3] "12 piece Buttermilk Crispy Chicken Tenders"      
## [4] "40 piece Chicken McNuggets"                      
## [5] "10 piece Sweet N' Spicy Honey BBQ Glazed Tenders"
## 
## $`3`
## [1] "20 piece Buttermilk Crispy Chicken Tenders"
## 
## $`4`
##  [1] "Single Bacon Smokehouse Burger"                   
##  [2] "Grilled Bacon Smokehouse Chicken Sandwich"        
##  [3] "Crispy Bacon Smokehouse Chicken Sandwich"         
##  [4] "Double Quarter Pounder® with Cheese"              
##  [5] "Garlic White Cheddar Burger"                      
##  [6] "Crispy Garlic White Cheddar Chicken Sandwich"     
##  [7] "Maple Bacon Dijon 1/4 lb Burger"                  
##  [8] "Grilled Maple Bacon Dijon Chicken Sandwich"       
##  [9] "Crispy Maple Bacon Dijon Chicken Sandwich"        
## [10] "Pico Guacamole 1/4 lb Burger"                     
## [11] "Crispy Pico Guacamole Chicken Sandwich"           
## [12] "Premium Buttermilk Crispy Chicken Deluxe Sandwich"
## [13] "Signature Sriracha Burger"                        
## [14] "Grilled Signature Sriracha Chicken Sandwich"      
## [15] "Crispy Signature Sriracha Chicken Sandwich"       
## [16] "Sweet BBQ Bacon 1/4 lb Burger"                    
## [17] "Grilled Sweet BBQ Bacon Chicken Sandwich"         
## [18] "Crispy Sweet BBQ Bacon Chicken Sandwich"          
## [19] "6 piece Buttermilk Crispy Chicken Tenders"        
## [20] "20 Piece Chicken McNuggets"                       
## [21] "4 piece Sweet N' Spicy Honey BBQ Glazed Tenders"  
## [22] "6 piece Sweet N' Spicy Honey BBQ Glazed Tenders"

Sonic

## # A tibble: 3 × 5
##   calories protein  size withinss cluster
##      <dbl>   <dbl> <int>    <dbl> <fct>  
## 1     378.    18.7    24  189883. 1      
## 2     682.    32.8    19  150001. 2      
## 3    1146     47.6    10  128210. 3

##    calories  protein
## 1  377.5000 18.66667
## 2  682.1053 32.78947
## 3 1146.0000 47.60000

## $`1`
##  [1] "Jr. Burger"                           
##  [2] "Jr. Chili Cheeseburger"               
##  [3] "Jr. Deluxe Burger"                    
##  [4] "Jr. Deluxe Cheeseburger"              
##  [5] "Veggie Burger W/ Ketchup"             
##  [6] "Veggie Burger With Mustard"           
##  [7] "Veggie Burger W/ Mustard"             
##  [8] "Grilled Chicken Sandwich"             
##  [9] "Chicken Strip Sandwich"               
## [10] "3 Piece Crispy Chicken Tender Dinner" 
## [11] "5 Piece Crispy Chicken Tender Dinner" 
## [12] "Small Jumbo Popcorn Chicken"          
## [13] "Small Spicy Jumbo Popcorn Chicken"    
## [14] "3 Piece Super Crunch Chicken Strips"  
## [15] "4 Piece Super Crunch Chicken Strips"  
## [16] "Ultimate Chicken Club"                
## [17] "All Beef All-american Style Dog – 6\""
## [18] "All Beef Chicago Dog – 6\""           
## [19] "All Beef Chili Cheese Coney – 6\""    
## [20] "All Beef New York Dog – 6\""          
## [21] "All Beef Regular Hot Dog – 6\""       
## [22] "Cheesy Bacon Pretzel Dog - 6 In."     
## [23] "Corn Dog"                             
## [24] "The Original Pretzel Dog"             
## 
## $`2`
##  [1] "Hatch Green Chile Cheeseburger"             
##  [2] "Jalapeno Burger"                            
##  [3] "Jr. Double Cheeseburger"                    
##  [4] "Sonic Bacon Cheeseburger (w/mayo)"          
##  [5] "Sonic Burger W/ Mustard"                    
##  [6] "Sonic Burger W/ Ketchup"                    
##  [7] "Sonic Burger W/ Mayonnaise"                 
##  [8] "Sonic Cheeseburger W/ Mustard"              
##  [9] "Sonic Cheeseburger W/ Ketchup"              
## [10] "Sonic Cheeseburger W/ Mayonnaise"           
## [11] "Grilled Asiago Caesar Chicken Club Sandwich"
## [12] "Crispy Asiago Caesar Chicken Club Sandwich" 
## [13] "Crispy Chicken Sandwich"                    
## [14] "Deluxe Ultimate Chicken Sandwich"           
## [15] "Large Jumbo Popcorn Chicken"                
## [16] "Large Spicy Jumbo Popcorn Chicken"          
## [17] "5 Piece Super Crunch Chicken Strips"        
## [18] "Traditional Ultimate Chicken Sandwich"      
## [19] "Footlong Quarter Pound Coney"               
## 
## $`3`
##  [1] "Super Sonic Bacon Double Cheeseburger (w/mayo)"  
##  [2] "Super Sonic Double Cheeseburger W/ Mustard"      
##  [3] "Super Sonic Double Cheeseburger W/ Ketchup"      
##  [4] "Super Sonic Double Cheeseburger W/ Mayo"         
##  [5] "Super Sonic Jalapeno Double Cheeseburger"        
##  [6] "Buffalo Dunked Ultimate Chicken Sandwich"        
##  [7] "Garlic Parmesan Dunked Ultimate Chicken Sandwich"
##  [8] "3 Piece Super Crunch Chicken Strip Dinner"       
##  [9] "4 Piece Super Crunch Chicken Strip Dinner"       
## [10] "5 Piece Super Crunch Chicken Strip Dinner"

Subway

Taco Bell

Maps

References

All data sources, any key R packages, and any other sources used in developing your blog should be cited in full in a list of references at the end of your blog. Your blog post should also link to these sources as they are discussed. You may choose any reference style as long as sources are fully cited (try to be consistent!).

Typically, references in R Markdown (and LaTeX) files are incorporated with a BibTeX database (a .bib file). You can try this approach or manually include either a numbered or alphabetized list.

Columbia University has compiled some guidance on how to cite data. Some data sources will give you the citation information to copy and paste. Use the provided citations or citation styles in those cases.

You can list R package citations with the code citation("packageName") in the console and then copy (and reformat as needed) the relevant text, e.g.,

## 
## To cite package 'DT' in publications use:
## 
##   Xie Y, Cheng J, Tan X (2023). _DT: A Wrapper of the JavaScript
##   Library 'DataTables'_. R package version 0.27,
##   <https://CRAN.R-project.org/package=DT>.
## 
## A BibTeX entry for LaTeX users is
## 
##   @Manual{,
##     title = {DT: A Wrapper of the JavaScript Library 'DataTables'},
##     author = {Yihui Xie and Joe Cheng and Xianying Tan},
##     year = {2023},
##     note = {R package version 0.27},
##     url = {https://CRAN.R-project.org/package=DT},
##   }

The following citations are based on the American Statistical Association citation style (not all of these references are used in this document).:

Baumer, B. S., Kaplan, D. T., and Horton, N. J. (2021), Modern Data Science with R (2nd ed.), Boca Raton, FL: CRC Press.

Broman, K. W. and Woo, K. H. (2018), “Data Organization in Spreadsheets,” The American Statistician, 72:1, 2-10, doi: 10.1080/00031305.2017.1375989

Columbia University Libraries (n.d.), “Data Citation,” available at https://guides.library.columbia.edu/datacitation.

McNamara, A. and Horton N. J. (2018) “Wrangling Categorical Data in R,” The American Statistician, 72:1, 97-104, doi: 10.1080/00031305.2017.1356375.

Shah, Syed A. A. (October 2022), “Starbucks Drinks” (Version 1), Kaggle, available at https://www.kaggle.com/datasets/syedasimalishah/starbucks-drinks.

Xie Y, Cheng J, Tan X (2022). “DT: A Wrapper of the JavaScript Library ‘DataTables’,” R package version 0.24, available at https://CRAN.R-project.org/package=DT.